Browsing Computer Science Technical Reports by Sponsor "Science Foundation Ireland"

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  • Search Strategies for Ensemble Feature Selection in Medical Diagnostics 

    Tsymbal, Alexey; Cunningham, Padraig (Trinity College Dublin, Department of Computer Science, 2003)
    The goal of this paper is to propose, evaluate, and compare four search strategies for ensemble feature selection, and to consider their application to medical diagnostics, with a focus on the problem of the classification ...

  • Sequential Genetic Search for Ensemble Feature Selection 

    Tsymbal, Alexey; Cunningham, Padraig (Trinity College Dublin, Department of Computer Science, 2005)
    Ensemble learning constitutes one of the main directions in machine learning and data mining. Ensembles allow us to achieve higher accuracy, which is often not achievable with single models. One technique, which proved to ...